restockiq / data /backtest_summary.json
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RestockIQ v1: M5 quantile forecasting + reorder decision dashboard
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{
"holdout": "d_1914..d_1941",
"n_series": 30490,
"horizon_days": 28,
"lead_time_days": 7,
"service_level": 0.95,
"policies": {
"naive": {
"definition": "reorder point = trailing 28-day historical mean x lead time, no safety stock",
"stockout_rate_pct": 15.522068125380686,
"avg_holding_units": 2.9283134363486596
},
"recommended": {
"definition": "quantile-forecast reorder point with z*std*sqrt(lead) safety stock",
"stockout_rate_pct": 12.424799700135877,
"avg_holding_units": 4.4583573602660795
}
}
}